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					<a href="../modules/_music_rnn_attention_.html">&quot;music_rnn/attention&quot;</a>
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					<a href="_music_rnn_attention_.attentionwrapper.html">AttentionWrapper</a>
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			<h1>Class AttentionWrapper</h1>
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			<section class="tsd-panel tsd-hierarchy">
				<h3>Hierarchy</h3>
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						<span class="target">AttentionWrapper</span>
					</li>
				</ul>
			</section>
			<section class="tsd-panel-group tsd-index-group">
				<h2>Index</h2>
				<section class="tsd-panel tsd-index-panel">
					<div class="tsd-index-content">
						<section class="tsd-index-section ">
							<h3>Constructors</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-constructor tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#constructor" class="tsd-kind-icon">constructor</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Properties</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnbias" class="tsd-kind-icon">attn<wbr>Bias</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attninputbias" class="tsd-kind-icon">attn<wbr>Input<wbr>Bias</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attninputmatrix" class="tsd-kind-icon">attn<wbr>Input<wbr>Matrix</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnlength" class="tsd-kind-icon">attn<wbr>Length</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnmatrix" class="tsd-kind-icon">attn<wbr>Matrix</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnoutputbias" class="tsd-kind-icon">attn<wbr>Output<wbr>Bias</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnoutputmatrix" class="tsd-kind-icon">attn<wbr>Output<wbr>Matrix</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnsize" class="tsd-kind-icon">attn<wbr>Size</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnv" class="tsd-kind-icon">attnV</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#attnw" class="tsd-kind-icon">attnW</a></li>
								<li class="tsd-kind-property tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#cells" class="tsd-kind-icon">cells</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Methods</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#call" class="tsd-kind-icon">call</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#initstate" class="tsd-kind-icon">init<wbr>State</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_attention_.attentionwrapper.html#initialize" class="tsd-kind-icon">initialize</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-static"><a href="_music_rnn_attention_.attentionwrapper.html#iswrapped" class="tsd-kind-icon">is<wbr>Wrapped</a></li>
							</ul>
						</section>
					</div>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Constructors</h2>
				<section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class">
					<a name="constructor" class="tsd-anchor"></a>
					<h3>constructor</h3>
					<ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">new <wbr>Attention<wbr>Wrapper<span class="tsd-signature-symbol">(</span>cells<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">tf.LSTMCellFunc</span><span class="tsd-signature-symbol">[]</span>, attnLength<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, attnSize<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="_music_rnn_attention_.attentionwrapper.html" class="tsd-signature-type">AttentionWrapper</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L53">music_rnn/attention.ts:53</a></li>
								</ul>
							</aside>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>cells: <span class="tsd-signature-type">tf.LSTMCellFunc</span><span class="tsd-signature-symbol">[]</span></h5>
								</li>
								<li>
									<h5>attnLength: <span class="tsd-signature-type">number</span></h5>
								</li>
								<li>
									<h5>attnSize: <span class="tsd-signature-type">number</span></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="_music_rnn_attention_.attentionwrapper.html" class="tsd-signature-type">AttentionWrapper</a></h4>
						</li>
					</ul>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Properties</h2>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnbias" class="tsd-anchor"></a>
					<h3>attn<wbr>Bias</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Bias<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor1D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L47">music_rnn/attention.ts:47</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attninputbias" class="tsd-anchor"></a>
					<h3>attn<wbr>Input<wbr>Bias</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Input<wbr>Bias<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor1D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L43">music_rnn/attention.ts:43</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attninputmatrix" class="tsd-anchor"></a>
					<h3>attn<wbr>Input<wbr>Matrix</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Input<wbr>Matrix<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor2D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L42">music_rnn/attention.ts:42</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnlength" class="tsd-anchor"></a>
					<h3>attn<wbr>Length</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Length<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L56">music_rnn/attention.ts:56</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnmatrix" class="tsd-anchor"></a>
					<h3>attn<wbr>Matrix</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Matrix<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor2D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L46">music_rnn/attention.ts:46</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnoutputbias" class="tsd-anchor"></a>
					<h3>attn<wbr>Output<wbr>Bias</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Output<wbr>Bias<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor1D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L49">music_rnn/attention.ts:49</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnoutputmatrix" class="tsd-anchor"></a>
					<h3>attn<wbr>Output<wbr>Matrix</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Output<wbr>Matrix<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor2D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L48">music_rnn/attention.ts:48</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnsize" class="tsd-anchor"></a>
					<h3>attn<wbr>Size</h3>
					<div class="tsd-signature tsd-kind-icon">attn<wbr>Size<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L57">music_rnn/attention.ts:57</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnv" class="tsd-anchor"></a>
					<h3>attnV</h3>
					<div class="tsd-signature tsd-kind-icon">attnV<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor2D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L45">music_rnn/attention.ts:45</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="attnw" class="tsd-anchor"></a>
					<h3>attnW</h3>
					<div class="tsd-signature tsd-kind-icon">attnW<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.Tensor4D</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L44">music_rnn/attention.ts:44</a></li>
						</ul>
					</aside>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
					<a name="cells" class="tsd-anchor"></a>
					<h3>cells</h3>
					<div class="tsd-signature tsd-kind-icon">cells<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">tf.LSTMCellFunc</span><span class="tsd-signature-symbol">[]</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L56">music_rnn/attention.ts:56</a></li>
						</ul>
					</aside>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Methods</h2>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="call" class="tsd-anchor"></a>
					<h3>call</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">call<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">tf.Tensor2D</span>, c<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">tf.Tensor2D</span><span class="tsd-signature-symbol">[]</span>, h<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">tf.Tensor2D</span><span class="tsd-signature-symbol">[]</span>, state<span class="tsd-signature-symbol">: </span><a href="../interfaces/_music_rnn_attention_.attentionstate.html" class="tsd-signature-type">AttentionState</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/_music_rnn_attention_.attentionwrapperoutput.html" class="tsd-signature-type">AttentionWrapperOutput</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L80">music_rnn/attention.ts:80</a></li>
								</ul>
							</aside>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>input: <span class="tsd-signature-type">tf.Tensor2D</span></h5>
								</li>
								<li>
									<h5>c: <span class="tsd-signature-type">tf.Tensor2D</span><span class="tsd-signature-symbol">[]</span></h5>
								</li>
								<li>
									<h5>h: <span class="tsd-signature-type">tf.Tensor2D</span><span class="tsd-signature-symbol">[]</span></h5>
								</li>
								<li>
									<h5>state: <a href="../interfaces/_music_rnn_attention_.attentionstate.html" class="tsd-signature-type">AttentionState</a></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="../interfaces/_music_rnn_attention_.attentionwrapperoutput.html" class="tsd-signature-type">AttentionWrapperOutput</a></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="initstate" class="tsd-anchor"></a>
					<h3>init<wbr>State</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">init<wbr>State<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/_music_rnn_attention_.attentionstate.html" class="tsd-signature-type">AttentionState</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L73">music_rnn/attention.ts:73</a></li>
								</ul>
							</aside>
							<h4 class="tsd-returns-title">Returns <a href="../interfaces/_music_rnn_attention_.attentionstate.html" class="tsd-signature-type">AttentionState</a></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="initialize" class="tsd-anchor"></a>
					<h3>initialize</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">initialize<span class="tsd-signature-symbol">(</span>vars<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">object</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L59">music_rnn/attention.ts:59</a></li>
								</ul>
							</aside>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>vars: <span class="tsd-signature-type">object</span></h5>
									<ul class="tsd-parameters">
										<li class="tsd-parameter-index-signature">
											<h5><span class="tsd-signature-symbol">[</span>varName: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">]: </span><span class="tsd-signature-type">Tensor</span></h5>
										</li>
									</ul>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-static">
					<a name="iswrapped" class="tsd-anchor"></a>
					<h3><span class="tsd-flag ts-flagStatic">Static</span> is<wbr>Wrapped</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-static">
						<li class="tsd-signature tsd-kind-icon">is<wbr>Wrapped<span class="tsd-signature-symbol">(</span>vars<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">object</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/attention.ts#L51">music_rnn/attention.ts:51</a></li>
								</ul>
							</aside>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>vars: <span class="tsd-signature-type">object</span></h5>
									<ul class="tsd-parameters">
										<li class="tsd-parameter-index-signature">
											<h5><span class="tsd-signature-symbol">[</span>varName: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">]: </span><span class="tsd-signature-type">Tensor</span></h5>
										</li>
									</ul>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4>
						</li>
					</ul>
				</section>
			</section>
		</div>
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			<nav class="tsd-navigation primary">
				<ul>
					<li class="globals  ">
						<a href="../globals.html"><em>Globals</em></a>
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